Record, CLM, bronze and silver
CLM-421247
Received 2026-08-21T20:46:54Z, line 46,404 of the CLM feed
CLMScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | Michael | Michael | Unchanged |
| Middle | — | — | Unchanged |
| Last name | Simmons | Simmons | Unchanged |
| Date of birth | 1978-04-13 | 1978-04-13 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | uhc-43803-76 | UHC-43803-76 | Parsed |
| SSN | NULL | — | Cleared |
| Phone | 17855554793·· | 7855554793 | Parsed |
| — | — | Unchanged | |
| Address | 7323 PARK PL | 7323 Park Pl | Changed |
| City | Dallas | Dallas | Unchanged |
| State | TX | TX | Unchanged |
| ZIP | 75206 | 75206 | Unchanged |
| Group | GRP-5713 | GRP-5713 | Unchanged |
| Plan | — | — | Unchanged |
- Quality score
- 0.62
- Name key
- michael|simmons
- Address key
- 7323|park|75206
- Canonical first
- michael
Quality flags
7 raised during normalisation
- Phone reformattedPhone reduced to ten digits, punctuation and leading country code removed
- Member ID reformattedMember ID re-hyphenated and upper-cased to the UHC-#####-## pattern
- Street suffix standardisedStreet suffix standardised to USPS abbreviation (Street to St, Avenue to Ave, and so on)
- Address re-casedStreet line re-cased and punctuation removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| TPA-59345 | 1.00 | Scored | — | Auto-linked |
| ENR-127875 | 0.99 | Rule | D1 member id + dob exact | Auto-linked |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-038809
- Method
- Scored
- Confidence
- 1.00
- Rule
- weighted score, no rule
Golden record: Michael Simmons, 1978-04-13, 3 records, Verified
Evidence
Matched against TPA-59345
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 1.00 | 3.0 | |
| Date of birth | 1.00 | 3.0 | exact |
| Address | 1.00 | 2.0 | exact |
Audit
6 hash-chained entries for this record
- Record linked automaticallyfac3266e2a2026-10-22 12:43:55, scoring_agentidentity id MBR-038809, confidence 1, method probabilistic, matched record TPA-59345, policy version 1
- Record linked automatically7b62a16cde2026-10-19 19:54:39, scoring_agentidentity id MBR-038809, confidence 1, method probabilistic, matched record TPA-59345, policy version 1
- Record linked automatically1498f791c02026-10-19 19:52:09, scoring_agentidentity id MBR-038809, confidence 1, method probabilistic, matched record TPA-59345, policy version 1
- Record linked automaticallyf2c9b20fe62026-10-19 19:45:42, scoring_agentidentity id MBR-038809, confidence 1, method probabilistic, matched record TPA-59345, policy version 1
- Record linked automaticallya54f51b3012026-10-19 19:32:31, scoring_agentidentity id MBR-038809, confidence 1, method probabilistic, matched record TPA-59345, policy version 1
- Record linked automatically5aba1035f92026-10-19 19:31:28, scoring_agentidentity id MBR-005533, confidence 1, method probabilistic, matched record TPA-59279, policy version 1